About me

Hey there! Welcome!

I am passionate about artificial intelligence. Since I started my undergraduate course, I’ve always sought to participate in research projects involving machine learning. My first research was to detect tumors through gene expression. I finished my degree by introducing an AutoML system that automatically recommended machine learning algorithms for gene expression data. What we can do with machine learning is really fabulous!

I am currently a Ph.D. candidate at the University of São Paulo. Together with my advisor, we are developing a project to automate end-to-end machine learning pipelines. In addition, we intend to investigate how meta-learning can be used effectively in AutoML and develop new optimization algorithms for this purpose. This journey has been very challenging and fruitful! My research interests are machine learning, AutoML, meta-learning, optimization for machine learning, computational Mathematics, and Bioinformatics.

At the end of 2020, I started as a tutor in the Data Science MBA offered by the University of São Paulo. I assist in different courses such as Introduction to Data Science, Machine Learning, Statistics and Deep Learning. Teaching is challenging, but at the same time, it is incredible!